Self-Supervised Learning

VidProM: A Million-scale Real Prompt-Gallery Dataset for Text-to-Video Diffusion Models NeurIPS 2024 Views Can Be Deceiving: Improved SSL Through Feature Space Augmentation ICLR 2024 VillagerAgent: A Graph-Based Multi-Agent Framework for Coordinating Complex Task Dependencies in Minecraft ACL 2024 ViP: A Differentially Private Foundation Model for Computer Vision ICML 2024 Virtual Personas for Language Models via an Anthology of Backstories EMNLP 2024 VisLingInstruct: Elevating Zero-Shot Learning in Multi-Modal Language Models with Autonomous Instruction Optimization NAACL 2024 Visual Grounding Helps Learn Word Meanings in Low-Data Regimes NAACL 2024 Visual Hallucination Elevates Speech Recognition AAAI 2024 Visually Guided Audio Source Separation With Meta Consistency Learning WACV 2024 Visual Question Decomposition on Multimodal Large Language Models EMNLP 2024 Visual Representation Learning with Stochastic Frame Prediction ICML 2024 VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis CVPR 2024 Volcano: Mitigating Multimodal Hallucination through Self-Feedback Guided Revision NAACL 2024 VQCNIR: Clearer Night Image Restoration with Vector-Quantized Codebook AAAI 2024 WANDR: Intention-guided Human Motion Generation CVPR 2024 Wav2vec 2.0 Embeddings Are No Swiss Army Knife -- A Case Study for Multiple Sclerosis Interspeech 2024 Wavelet Dynamic Selection Network for Inertial Sensor Signal Enhancement AAAI 2024 Waxing-and-Waning: a Generic Similarity-based Framework for Efficient Self-Supervised Learning ICLR 2024 Weakly-Supervised Representation Learning for Video Alignment and Analysis WACV 2024 Well Begun Is Half Done: An Implicitly Augmented Generative Framework with Distribution Modification for Hierarchical Text Classification COLING 2024 Werkzeug at SemEval-2024 Task 8: LLM-Generated Text Detection via Gated Mixture-of-Experts Fine-Tuning SemEval 2024 W-GVKT: Within-Global-View Knowledge Transfer for Speaker Verification Interspeech 2024 What happens in continued pre-training? Analysis of self-supervised speech models with continued pre-training for colloquial Finnish ASR Interspeech 2024 What Makes a Good Order of Examples in In-Context Learning ACL 2024 What Makes CLIP More Robust to Long-Tailed Pre-Training Data? A Controlled Study for Transferable Insights NeurIPS 2024